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Johannes Markus Feldhege
intro english Als wissenschaftlicher Mitarbeiter am Uniklinikum Heidelberg habe ich von 2017-2022 mit Natural Language Processing Methoden Unterhaltungen zum Thema psychischer Gesundheit auf Reddit untersucht. Seit 2022 arbeite ich als Data Scientist für Asklepios Science & Research an Real World Evidence Studien. In Praktika und in ehrenamtlicher Tätigkeit habe ich verschiedene Data Science Projekte mitgestaltet.
Education
M. Sc. Psychology
University of Kassel
Kassel
10/2013 - 03/2016
B. Sc. Psychology
University of Hamburg
Hamburg
09/2013 - 10/2010
B.A. Sociology and Sinology
University of Freiburg
Freiburg
09/2010 - 10/2007
Professional Experience
Data Scientist
Asklepios Science & Research
Hamburg
Current - 09/2022
Research Associate
Center for Psychotherapy Research
University Hospital Heidelberg
03/2022 - 04/2016
- Designed and implemented text mining analyses of social media big datasets
- Developed and programmed an R package to access and download data from the API of the social media website reddit.com (Github)
- Wrote and published scientific papers in renowned peer-review journals
- Programmed functions for an internal R package which execute MySQL statements in databases and return their output to a dashboard
- Supported the use of quality assurance software in psychosomatic hospitals and analysed quality assurance data and compiled the results in yearly reports
Data Science Internship
Eoda Gmbh
Kassel
03/2016 - 01/2016
- Developed materials for a workshop on time series analysis
- Programmed and tested R functions that create SQL statements and execute them in databases
- Conducted descriptive analyses of point of sales data of a retail business
R Tutor
University of Kassel
Kassel
06/2015 - 09/2014
- Developed and taught introductory and intermediate R courses for Psychology M. Sc. students
Student Assistant
Servicestelle Empirische Forschungsmethoden
University of Hamburg
09/2013 - 08/2011
- Developed and taught a workshop on survey design
- Maintained and analyzed datasets of consultations und courses
- Prepared quarterly reports
Selected Publications
Stigmatization and attitudes toward eating disorders: a comparison between native German adolescents, Turkish immigrant adolescents in Germany, and native Turkish adolescents.
Journal of Mental Health
N/A
2022
Detrimental Effects of Online Pro–Eating Disorder Communities on Weight Loss and Desired Weight: Longitudinal Observational Study
Journal of Medical Internet Research
N/A
2021
Changes in Language Style and Topics in an Online Eating Disorder Community at the Beginning of the Global COVID-19 Pandemic: Observational Study
Journal of Medical Internet Research
N/A
2021
What prevents young adults from seeking help? Barriers toward help-seeking for eating disorder symptomatology.
International Journal of Eating Disorders
N/A
2020
Who says What? Content and Participation Characteristics in an Online Depression Community
Journal of Affective Disorders
N/A
2019
Wissen und Einstellungen zu Essstörungen bei Jugendlichen mit türkischem Migrationshintergrund.
Psychotherapeut
N/A
2019
Conference Posters and Talks
Online Eating Disorder Communities and COVID-19: Changes in Language Style and Topics at the Beginning of the Global Pandemic
52nd International Annual Meeting of the Society for Psychotherapy Research
Heidelberg
06/2021
Bad Influence? Themen und soziale Beeinflussungsprozesse in einem Essstörungsforum
- Kongress der Deutschen Gesellschaft für Essstörungen DGESS
N/A
03/2021
Any Males on here? Gender and Language in an Eating Disorder Forum
International Conference on Eating Disorders
New York, USA
03/2019
Projects
NLP analysis of coaching reports and development of guidelines for future surveys. A project with .
projecttogether, CorrelAid e. V.
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Investigation of sales figures of the restaurant Mannheimer Platte, their seasonal variation and external influences
Mannheimer Platte, CorrelAid e. V.
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